DEVELOPMENT... OpenML
Run
33048

Run 33048

Task 15 (Supervised Classification) breast-w Uploaded 14-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I160
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9925
Per class
Build CPU time
2.3497
Build memory
3321981462.6266
F measure
0.9701
Per class
Kappa
0.934
KB relative information score
615.9719
Mean absolute error
0.058
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9704
Per class
Predictive accuracy
0.97
Prior entropy
0.9297
Recall
0.97
Per class
Relative absolute error
0.1283
Root mean prior squared error
0.4753
Root mean squared error
0.1635
Root relative squared error
0.3439
SciMark benchmark
937.0592